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Human In The Loop
When AI must not act alone: human-in-the-loop patterns for security automation
Most of the AI security work we do for clients ends up hinging on one question: what is this thing allowed to do on its own at 3am on a Sunday? Everything else follows from the answer. Model choice, prompt design, which…
#human-in-the-loop#security-automation#ai-governance#audit-trail#soc-operations
AI-assisted medical coding: suggestions your coders can defend
Clinical coding is one of the few places in a hospital where a software error has a directly calculable dollar value. Under activity based funding, the 2025-26 National Efficient Price is $7,258 per NWAU(25), a 5.9%…
#clinical-coding#icd-10-am#activity-based-funding#human-in-the-loop#health-it
Practical AI in Health: the series
Most of what gets written about AI in health is either a vendor pitch or a research paper. Neither helps much if your job is to decide what to build next quarter, what it will cost to run, and how you will explain it to…
#ai-in-healthcare#health-it#privacy-act#human-in-the-loop#production-ai